Fuzzy Multi Criteria Decision Making

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Fuzzy Multi-Criteria Decision Making

Cengiz Kahraman
Fuzzy Multi Criteria Decision Making Book PDF

Author : Cengiz Kahraman
Publisher : Springer Science & Business Media
Page : 591 pages
File Size : 42,6 Mb
Release : 2008-08-09
Category : Computers
ISBN : 9780387768137

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Fuzzy Multi-Criteria Decision Making by Cengiz Kahraman Pdf

This work examines all the fuzzy multicriteria methods recently developed, such as fuzzy AHP, fuzzy TOPSIS, interactive fuzzy multiobjective stochastic linear programming, fuzzy multiobjective dynamic programming, grey fuzzy multiobjective optimization, fuzzy multiobjective geometric programming, and more. Each of the 22 chapters includes practical applications along with new developments/results. This book may be used as a textbook in graduate operations research, industrial engineering, and economics courses. It will also be an excellent resource, providing new suggestions and directions for further research, for computer programmers, mathematicians, and scientists in a variety of disciplines where multicriteria decision making is needed.

Multi-criteria Decision Making Methods

Evangelos Triantaphyllou
Multi criteria Decision Making Methods Book PDF

Author : Evangelos Triantaphyllou
Publisher : Springer Science & Business Media
Page : 307 pages
File Size : 44,5 Mb
Release : 2013-03-09
Category : Business & Economics
ISBN : 9781475731576

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Multi-criteria Decision Making Methods by Evangelos Triantaphyllou Pdf

Multi-Criteria Decision Making (MCDM) has been one of the fastest growing problem areas in many disciplines. The central problem is how to evaluate a set of alternatives in terms of a number of criteria. Although this problem is very relevant in practice, there are few methods available and their quality is hard to determine. Thus, the question `Which is the best method for a given problem?' has become one of the most important and challenging ones. This is exactly what this book has as its focus and why it is important. The author extensively compares, both theoretically and empirically, real-life MCDM issues and makes the reader aware of quite a number of surprising `abnormalities' with some of these methods. What makes this book so valuable and different is that even though the analyses are rigorous, the results can be understood even by the non-specialist. Audience: Researchers, practitioners, and students; it can be used as a textbook for senior undergraduate or graduate courses in business and engineering.

Multiple-Criteria Decision-Making (MCDM) Techniques for Business Processes Information Management

Edmundas Kazimieras Zavadskas,Jurgita Antuchevičienė,Prasenjit Chatterjee
Multiple Criteria Decision Making MCDM Techniques for Business Processes Information Management Book PDF

Author : Edmundas Kazimieras Zavadskas,Jurgita Antuchevičienė,Prasenjit Chatterjee
Publisher : MDPI
Page : 320 pages
File Size : 40,8 Mb
Release : 2019-03-08
Category : Technology & Engineering
ISBN : 9783038976424

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Multiple-Criteria Decision-Making (MCDM) Techniques for Business Processes Information Management by Edmundas Kazimieras Zavadskas,Jurgita Antuchevičienė,Prasenjit Chatterjee Pdf

Information management is a common paradigm in modern decision-making. A wide range of decision-making techniques have been proposed in the literature to model complex business and engineering processes. In this Special Issue, 16 selected and peer-reviewed original research articles contribute to business information management in various current real-world problems by proposing crisp or uncertain multiple-criteria decision-making (MCDM) models and techniques, mostly including multi-attribute decision-making (MADM) approaches, in addition to a single paper proposing an interactive multi-objective decision-making (MODM) approach. Particular attention is devoted to information aggregation operators—65% of papers dealt with this item. The topics of this Special Issue gained attention in Europe and Asia. A total of 48 authors from seven countries contributed to this Issue. The papers are mainly concentrated in three application areas: supplier selection and rational order allocation, the evaluation and selection of goods or facilities, and personnel selection/partner selection. A number of new approaches are proposed that are expected to attract great interest from the research community.

Fuzzy Intelligent Systems

E. Chandrasekaran,R. Anandan,G. Suseendran,S. Balamurugan,Hanaa Hachimi
Fuzzy Intelligent Systems Book PDF

Author : E. Chandrasekaran,R. Anandan,G. Suseendran,S. Balamurugan,Hanaa Hachimi
Publisher : John Wiley & Sons
Page : 482 pages
File Size : 49,7 Mb
Release : 2021-09-08
Category : Computers
ISBN : 9781119760450

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Fuzzy Intelligent Systems by E. Chandrasekaran,R. Anandan,G. Suseendran,S. Balamurugan,Hanaa Hachimi Pdf

FUZZY INTELLIGENT SYSTEMS A comprehensive guide to Expert Systems and Fuzzy Logic that is the backbone of artificial intelligence. The objective in writing the book is to foster advancements in the field and help disseminate results concerning recent applications and case studies in the areas of fuzzy logic, intelligent systems, and web-based applications among working professionals and those in education and research covering a broad cross section of technical disciplines. Fuzzy Intelligent Systems: Methodologies, Techniques, and Applications comprises state-of-the-art chapters detailing how expert systems are built and how the fuzzy logic resembling human reasoning, powers them. Engineers, both current and future, need systematic training in the analytic theory and rigorous design of fuzzy control systems to keep up with and advance the rapidly evolving field of applied control technologies. As a consequence, expert systems with fuzzy logic capabilities make for a more versatile and innovative handling of problems. This book showcases the combination of fuzzy logic and neural networks known as a neuro-fuzzy system, which results in a hybrid intelligent system by combining a human-like reasoning style of neural networks. Audience Researchers and students in computer science, Internet of Things, artificial intelligence, machine learning, big data analytics and information and communication technology-related fields. Students will gain a thorough understanding of fuzzy control systems theory by mastering its contents.

Fuzzy Multi-criteria Decision-Making Using Neutrosophic Sets

Cengiz Kahraman,İrem Otay
Fuzzy Multi criteria Decision Making Using Neutrosophic Sets Book PDF

Author : Cengiz Kahraman,İrem Otay
Publisher : Springer
Page : 735 pages
File Size : 49,7 Mb
Release : 2018-11-03
Category : Technology & Engineering
ISBN : 9783030000455

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Fuzzy Multi-criteria Decision-Making Using Neutrosophic Sets by Cengiz Kahraman,İrem Otay Pdf

This book offers a comprehensive guide to the use of neutrosophic sets in multiple criteria decision making problems. It shows how neutrosophic sets, which have been developed as an extension of fuzzy and paraconsistent logic, can help in dealing with certain types of uncertainty that classical methods could not cope with. The chapters, written by well-known researchers, report on cutting-edge methodologies they have been developing and testing on a variety of engineering problems. The book is unique in its kind as it reports for the first time and in a comprehensive manner on the joint use of neutrosophic sets together with existing decision making methods to solve multi-criteria decision-making problems, as well as other engineering problems that are complex, hard to model and/or include incomplete and vague data. By providing new ideas, suggestions and directions for the solution of complex problems in engineering and decision making, it represents an excellent guide for researchers, lecturers and postgraduate students pursuing research on neutrosophic decision making, and more in general in the area of industrial and management engineering.

Explainable Neural Networks Based on Fuzzy Logic and Multi-criteria Decision Tools

József Dombi,Orsolya Csiszár
Explainable Neural Networks Based on Fuzzy Logic and Multi criteria Decision Tools Book PDF

Author : József Dombi,Orsolya Csiszár
Publisher : Springer Nature
Page : 186 pages
File Size : 46,5 Mb
Release : 2021-04-28
Category : Technology & Engineering
ISBN : 9783030722807

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Explainable Neural Networks Based on Fuzzy Logic and Multi-criteria Decision Tools by József Dombi,Orsolya Csiszár Pdf

The research presented in this book shows how combining deep neural networks with a special class of fuzzy logical rules and multi-criteria decision tools can make deep neural networks more interpretable – and even, in many cases, more efficient. Fuzzy logic together with multi-criteria decision-making tools provides very powerful tools for modeling human thinking. Based on their common theoretical basis, we propose a consistent framework for modeling human thinking by using the tools of all three fields: fuzzy logic, multi-criteria decision-making, and deep learning to help reduce the black-box nature of neural models; a challenge that is of vital importance to the whole research community.

Weighting Methods and their Effects on Multi-Criteria Decision Making Model Outcomes in Water Resources Management

Noorul Hassan Zardari,Kamal Ahmed,Sharif Moniruzzaman Shirazi,Zulkifli Bin Yusop
Weighting Methods and their Effects on Multi Criteria Decision Making Model Outcomes in Water Resources Management Book PDF

Author : Noorul Hassan Zardari,Kamal Ahmed,Sharif Moniruzzaman Shirazi,Zulkifli Bin Yusop
Publisher : Springer
Page : 166 pages
File Size : 44,8 Mb
Release : 2014-10-30
Category : Science
ISBN : 9783319125862

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Weighting Methods and their Effects on Multi-Criteria Decision Making Model Outcomes in Water Resources Management by Noorul Hassan Zardari,Kamal Ahmed,Sharif Moniruzzaman Shirazi,Zulkifli Bin Yusop Pdf

This book provides a systematic way of how to make better decisions in water resources management. The applications of three weighting methods namely rating, ranking, and ratio are discussed in this book. Additionally, data mining on keywords is presented using three popular scholarly databases: Science Direct, Scopus, and SciVerse. Four abbreviated keywords (MCDM, MCDA, MCA, MADM) representing multi-criteria decision-making were used and these three databases were searched for different popular weighting methods for a period of 13 years (2000-2012). The book provides also a review of weighting methods applied in various multi-criteria decision-making (MCDM) methods and also presents survey results on priority ranking of watershed management criteria undertaken by 30 undergraduate and postgraduate students from the Faculty of Civil Engineering, Universiti Teknologi Malaysia.

Multi-Criteria Decision Analysis in Management

Behl, Abhishek
Multi Criteria Decision Analysis in Management Book PDF

Author : Behl, Abhishek
Publisher : IGI Global
Page : 422 pages
File Size : 47,6 Mb
Release : 2020-02-01
Category : Business & Economics
ISBN : 9781799822189

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Multi-Criteria Decision Analysis in Management by Behl, Abhishek Pdf

Multi-criteria decision making (MCDM) has been extensively used in diverse disciplines, with a variety of MCDM techniques used to solve complex problems. A primary challenge faced by research scholars is to decode these techniques using detailed step-by-step analysis with case studies and data sets. The scope of such work would help decision makers to understand the process of using MCDM techniques appropriately to solve complex issues without making mistakes. Multi-Criteria Decision Analysis in Management provides innovative insights into the rationale behind using MCDM techniques to solve decision-making problems and provides comprehensive discussions on these techniques from their inception, development, and growth to their advancements and applications. The content within this publication examines hybrid multicriteria models, value theory, and data envelopment. Ideal for researchers, management professionals, students, operations scholars, and academicians, this scholarly work supports and enhances the decision-making process.

Multi-objective Group Decision Making

Jie Lu,Da Ruan
Multi objective Group Decision Making Book PDF

Author : Jie Lu,Da Ruan
Publisher : Imperial College Press
Page : 407 pages
File Size : 45,6 Mb
Release : 2007
Category : Business & Economics
ISBN : 9781860948596

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Multi-objective Group Decision Making by Jie Lu,Da Ruan Pdf

This book proposes a set of models to describe fuzzy multi-objective decision making (MODM), fuzzy multi-criteria decision making (MCDM), fuzzy group decision making (GDM) and fuzzy multi-objective group decision-making problems, respectively. It also gives a set of related methods (including algorithms) to solve these problems. One distinguishing feature of this book is that it provides two decision support systems software for readers to apply these proposed methods. A set of real-world applications and some new directions in this area are then described to further instruct readers how to use these methods and software in their practice.

New Concepts and Trends of Hybrid Multiple Criteria Decision Making

Gwo-Hshiung Tzeng,Kao-Yi Shen
New Concepts and Trends of Hybrid Multiple Criteria Decision Making Book PDF

Author : Gwo-Hshiung Tzeng,Kao-Yi Shen
Publisher : CRC Press
Page : 346 pages
File Size : 54,5 Mb
Release : 2017-08-15
Category : Business & Economics
ISBN : 9781351680622

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New Concepts and Trends of Hybrid Multiple Criteria Decision Making by Gwo-Hshiung Tzeng,Kao-Yi Shen Pdf

When people or computers need to make a decision, typically multiple conflicting criteria need to be evaluated; for example, when we buy a car, we need to consider safety, cost and comfort. Multiple criteria decision making (MCDM) has been researched for decades. Now as the rising trend of big-data analytics in supporting decision making, MCDM can be more powerful when combined with state-of-the-art analytics and machine learning. In this book, the authors introduce a new framework of MCDM, which can lead to more accurate decision making. Several real-world cases will be included to illustrate the new hybrid approaches.

Applications of Multi-Criteria Decision-Making Theories in Healthcare and Biomedical Engineering

Ilker Ozsahin,Dilber Uzun Ozsahin,Berna Uzun
Applications of Multi Criteria Decision Making Theories in Healthcare and Biomedical Engineering Book PDF

Author : Ilker Ozsahin,Dilber Uzun Ozsahin,Berna Uzun
Publisher : Academic Press
Page : 334 pages
File Size : 50,8 Mb
Release : 2021-03-25
Category : Computers
ISBN : 9780128240878

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Applications of Multi-Criteria Decision-Making Theories in Healthcare and Biomedical Engineering by Ilker Ozsahin,Dilber Uzun Ozsahin,Berna Uzun Pdf

Applications of Multi-Criteria Decision-Making Theories in Healthcare and Biomedical Engineering contains several practical applications on how decision-making theory could be used in solving problems relating to the selection of best alternatives. The book focuses on assisting decision-makers (government, organizations, companies, general public, etc.) in making the best and most appropriate decision when confronted with multiple alternatives. The purpose of the analytical MCDM techniques is to support decision makers under uncertainty and conflicting criteria while making logical decisions. The knowledge of the alternatives of the real-life problems, properties of their parameters, and the priority given to the parameters have a great effect on consequences in decision-making. In this book, the application of MCDM has been provided for the real-life problems in health and biomedical engineering issues. Provides a comprehensive analysis and application multi-criteria decision-making methods Presents detail information about MCDM and their usage Covers state-of-the-art MCDM methods and offers applications of MCDM for health and biomedical engineering purposes

Multiple Criteria Decision Making

Constantin Zopounidis,Michael Doumpos
Multiple Criteria Decision Making Book PDF

Author : Constantin Zopounidis,Michael Doumpos
Publisher : Springer
Page : 211 pages
File Size : 48,6 Mb
Release : 2016-09-08
Category : Business & Economics
ISBN : 9783319392929

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Multiple Criteria Decision Making by Constantin Zopounidis,Michael Doumpos Pdf

This book presents a broad range of innovative applications and case studies in all areas of management and engineering, including public administration, finance, marketing, engineering, transportation, and energy systems. It addresses issues related to problem structuring, preference modeling, and model construction, presenting a framework that provides clear decision-making support in practice. In addition, it includes hybrid and integrated techniques combining multiple criteria decision making (MCDM) with other analytical methods. The book reflects the growing impact of MCDM in the field of management science and operations research. Building on recent and established theoretical advances and presenting their applications in specific domains, it offers a comprehensive resource for researchers, graduate students and professionals alike.

Multi-Criteria Decision-Making Method Based on Prioritized Muirhead Mean Aggregation Operator under Neutrosophic Set Environment

Harish Garg,Nancy
Multi Criteria Decision Making Method Based on Prioritized Muirhead Mean Aggregation Operator under Neutrosophic Set Environment Book PDF

Author : Harish Garg,Nancy
Publisher : Infinite Study
Page : 25 pages
File Size : 52,5 Mb
Release : 2024-06-14
Category : Business & Economics
ISBN : 8210379456XXX

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Multi-Criteria Decision-Making Method Based on Prioritized Muirhead Mean Aggregation Operator under Neutrosophic Set Environment by Harish Garg,Nancy Pdf

The aim of this paper is to introduce some new operators for aggregating single-valued neutrosophic (SVN) information and to apply them to solve the multi-criteria decision-making (MCDM) problems.

Multiple Criteria Decision Making with Fuzzy Sets

Babek Erdebilli,Gerhard-Wilhelm Weber
Multiple Criteria Decision Making with Fuzzy Sets Book PDF

Author : Babek Erdebilli,Gerhard-Wilhelm Weber
Publisher : Springer Nature
Page : 215 pages
File Size : 45,9 Mb
Release : 2022-06-28
Category : Business & Economics
ISBN : 9783030988722

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Multiple Criteria Decision Making with Fuzzy Sets by Babek Erdebilli,Gerhard-Wilhelm Weber Pdf

Using numerical examples to illustrate their concepts and results, this book examines recently developed fuzzy multi-criteria methods, such as Intuitionistic Fuzzy TOPSIS, Intuitionistic Fuzzy TOPSIS & DEA-AHP, Intuitionistic VIKOR, Pythagorean WASPAS, Pythagorean ENTROPI, Hesitant CBD, Hesitant MABAC, Triangular EDAS, Triangular PROMETHEE, q-Rung Orthopair COPRAS, and Fuzzy Type – 2 ELECTRE. Each chapter covers practical applications in addition to fresh developments and results. Given its structure and scope, the book can be used as a textbook in graduate courses on operations research and industrial engineering. It also offers a valuable resource for scientists working in a range of disciplines that require multi-criteria decision making.

Multi-criteria Decision Analysis

Alessio Ishizaka,Philippe Nemery
Multi criteria Decision Analysis Book PDF

Author : Alessio Ishizaka,Philippe Nemery
Publisher : John Wiley & Sons
Page : 260 pages
File Size : 42,6 Mb
Release : 2013-06-10
Category : Mathematics
ISBN : 9781118644911

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Multi-criteria Decision Analysis by Alessio Ishizaka,Philippe Nemery Pdf

This book presents an introduction to MCDA followed by more detailed chapters about each of the leading methods used in this field. Comparison of methods and software is also featured to enable readers to choose the most appropriate method needed in their research. Worked examples as well as the software featured in the book are available on an accompanying website.